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Budget Optimization and Allocation: An Evolutionary Computing Based Model
  • Language: en
  • Pages: 164

Budget Optimization and Allocation: An Evolutionary Computing Based Model

Budget Optimization and Allocation: An Evolutionary Computing Based Model is a guide for computer programmers for writing algorithms for efficient and effective budgeting. It provides a balance of theory and practice. Chapters explain evolutionary computational techniques (genetic algorithms) and compare these techniques with traditional approaches to budget allocation. A case study on the complex and broad problem of union budgeting of India is presented. The macro and micro economic issues specific to the case discussed, with the growth rate being the final aim of the budget exercise. The authors also present a comparison of the budget allocation practices of different countries, consisten...

Advances in Computational Intelligence
  • Language: en
  • Pages: 431

Advances in Computational Intelligence

  • Type: Book
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  • Published: 2016-11-08
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  • Publisher: Springer

This volume comprises the proceedings of the International Conference on Computational Intelligence 2015 (ICCI15). This book aims to bring together work from leading academicians, scientists, researchers and research scholars from across the globe on all aspects of computational intelligence. The work is composed mainly of original and unpublished results of conceptual, constructive, empirical, experimental, or theoretical work in all areas of computational intelligence. Specifically, the major topics covered include classical computational intelligence models and artificial intelligence, neural networks and deep learning, evolutionary swarm and particle algorithms, hybrid systems optimization, constraint programming, human-machine interaction, computational intelligence for the web analytics, robotics, computational neurosciences, neurodynamics, bioinspired and biomorphic algorithms, cross disciplinary topics and applications. The contents of this volume will be of use to researchers and professionals alike.

Persistent and Emerging Challenges to Development
  • Language: en

Persistent and Emerging Challenges to Development

  • Type: Book
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  • Published: 2023-02-28
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  • Publisher: Springer

This book covers a wide range of the issues in development studies. Recognizing the existence of manifold challenges in achieving and sustaining economic development, it is divided into four sections—(i) The Macroeconomy: Foreign Trade, Structural Transition and the Environment, (ii) Health and Standard of Living, (iii) Education, Human Capital and Evolution of the Employment Quality in India, and (iv) Banking and Credit: Access, Efficiency and Stability. The book brings together a right mix of senior and young economists who use cutting edge econometric techniques and/ or revisit a perennial question with much sharper focus and tools to unravel insights that are important and will inform ...

Memetic Computation
  • Language: en
  • Pages: 109

Memetic Computation

  • Type: Book
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  • Published: 2018-12-18
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  • Publisher: Springer

This book bridges the widening gap between two crucial constituents of computational intelligence: the rapidly advancing technologies of machine learning in the digital information age, and the relatively slow-moving field of general-purpose search and optimization algorithms. With this in mind, the book serves to offer a data-driven view of optimization, through the framework of memetic computation (MC). The authors provide a summary of the complete timeline of research activities in MC – beginning with the initiation of memes as local search heuristics hybridized with evolutionary algorithms, to their modern interpretation as computationally encoded building blocks of problem-solving kno...

Strategic Management
  • Language: en
  • Pages: 468

Strategic Management

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Advances in Sustainable Polymers
  • Language: en
  • Pages: 496

Advances in Sustainable Polymers

This book provides a systematic overview of the processing and applications of sustainable polymers. The volume covers recent advances in biomedical, food packaging, fuel cell, membrane, and other emerging applications. The book begins by addressing different sections of biomedical application including use of carbohydrate-based therapeutics, nanohybrids, nanohydrogels, bioresorbable polymers and their composites, polymer-grafted nanobiomaterials for biomedical devices and implants, nanofibres, and others. The second part of this book discusses various processing and packaging materials for food packaging applications. The last section discusses other emerging applications, including using microbial fuel cells for waste water treatment, microfluidic fuel cells for low power applications, among others. This volume will be relevant to researchers working to improve the properties of bio-based materials for their advanced application and wide commercialization.

Materials Forming and Machining
  • Language: en
  • Pages: 203

Materials Forming and Machining

Materials Forming and Machining: Research and Development publishes refereed, high quality articles with a special emphasis on research and development in forming materials, machining, and its applications. A large family of manufacturing processes are now involved in material formation, with plastic deformation and other techniques commonly used to change the shape of a workpiece. Materials forming techniques discussed in the book include extrusion, forging, rolling, drawing, sheet metal forming, microforming, hydroforming, thermoforming, and incremental forming, among others. In addition, traditional machining, non-traditional machining, abrasive machining, hard part machining, high speed ...

Meta-heuristic and Evolutionary Algorithms for Engineering Optimization
  • Language: en
  • Pages: 306

Meta-heuristic and Evolutionary Algorithms for Engineering Optimization

A detailed review of a wide range of meta-heuristic and evolutionary algorithms in a systematic manner and how they relate to engineering optimization problems This book introduces the main metaheuristic algorithms and their applications in optimization. It describes 20 leading meta-heuristic and evolutionary algorithms and presents discussions and assessments of their performance in solving optimization problems from several fields of engineering. The book features clear and concise principles and presents detailed descriptions of leading methods such as the pattern search (PS) algorithm, the genetic algorithm (GA), the simulated annealing (SA) algorithm, the Tabu search (TS) algorithm, the...

Inequality, Poverty and Development in India
  • Language: en
  • Pages: 531

Inequality, Poverty and Development in India

  • Type: Book
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  • Published: 2017-11-24
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  • Publisher: Springer

This book reviews the fulfillment of two Millennium Development Goals (MDGs), namely poverty and inequality, in the Indian subcontinent. It examines the complex interplay among development, inequality and poverty in relation to corruption, environmental resource management, agricultural adjustment to climate change and institutional arrangements, with a special focus on the Northeastern region of the country. The topics covered offer a blend of theoretical arguments and empirical data with regard to the three main themes of the book, while also providing agricultural and environmental perspectives. The book also provides guidelines for policy initiatives for harnessing the region’s potenti...

Evolutionary Machine Learning Techniques
  • Language: en
  • Pages: 287

Evolutionary Machine Learning Techniques

This book provides an in-depth analysis of the current evolutionary machine learning techniques. Discussing the most highly regarded methods for classification, clustering, regression, and prediction, it includes techniques such as support vector machines, extreme learning machines, evolutionary feature selection, artificial neural networks including feed-forward neural networks, multi-layer perceptron, probabilistic neural networks, self-optimizing neural networks, radial basis function networks, recurrent neural networks, spiking neural networks, neuro-fuzzy networks, modular neural networks, physical neural networks, and deep neural networks. The book provides essential definitions, liter...